Evidence map›Paper›PMID 41473267›Full record

ArticlebioRxiv : the preprint server for biology2026

An Interactive Brain Atlas of Knowledge.

Leon Stefanovski, Konstantin Bülau, Leon Martin, Christoph Hüttl, Chloê Langford, Jessica Palmer, Marc Sacks, Lion Deger, Marius Pille, Michael Schirner and 9 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Leon StefanovskiBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0003-0197-2576
Konstantin BülauBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0001-5266-7235
Leon MartinBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0002-2599-0165
Christoph HüttlBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0009-0003-4570-6832
Chloê LangfordBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0002-5726-5048
Jessica PalmerBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
Marc SacksBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
Lion DegerBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
Marius PilleBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0009-0000-5087-8450
Michael SchirnerBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0001-8227-8476
Jil MeierBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0001-5196-1627
Clemens NeudorferDepartment of Neurosurgery, Massachusetts General Hospital, Boston, USA.ORCID 0000-0002-3153-1045
Andreas HornInstitute for Network Stimulation, Department of Stereotactic and Functional Neurosurgery, University Hospital Cologne, Cologne, Germany.ORCID 0000-0002-0695-6025
Ana SolodkinDepartment of Neuroscience, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA.ORCID 0000-0002-8371-5823
Bertrand ThirionInria, CEA, Université Paris-Saclay, Essonne, France.ORCID 0000-0001-5018-7895
Martin Hofmann-ApitiusFraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Sankt Augustin, Germany.ORCID 0000-0001-9012-6720
Marc JacobsFraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Sankt Augustin, Germany.ORCID 0000-0003-4153-3930
Alpha Tom KodamullilFraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Sankt Augustin, Germany.ORCID 0000-0001-9896-3531
Petra RitterBerlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.ORCID 0000-0002-4643-4782

Funding

Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI MONICA G. RIVERA-MINDT · 2016 to 2026
$226.7M
NIA NIH HHS U19 AG024904
6 · The paper itself

Abstract

Biomedical knowledge about the brain increases every day, with a rapidly growing number of scientific publications, datasets, and software tools. While this informational plethora is not merely comprehensible by human beings, recent developments in information science and computational linguistics aim to make this knowledge programmatically accessible by literature mining. However, integrating these semantic methods into neuroimaging standards remains insufficient, hindering researchers from unraveling their full potential. Therefore, we developed the semantic meta-analysis platform The Virtual Brain adapter of semantics (

Indexed as

biomedical knowledgebrain mappingcomputational semanticsliterature miningmeta-researchsoftware

Identifiers

PMID41473267
PMCPMC12746133

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.